Article ; Online: Network Resilience
Journal of King Saud University: Computer and Information Sciences, Vol 36, Iss 1, Pp 101882- (2024)
Definitions, approaches, and applications
1481
Abstract: Complex networks describe a wide range of complex systems in nature and society, and people are increasingly interested in network science. Network resilience is a significant concept for understanding how complex networks respond to change and for ... ...
Abstract | Complex networks describe a wide range of complex systems in nature and society, and people are increasingly interested in network science. Network resilience is a significant concept for understanding how complex networks respond to change and for revealing their structures and characteristics. Meanwhile, network resilience also leads to different definitions of the concept of resilience and various approaches to measure the concept across multiple application fields. In this review, we summarize the recent developments of network resilience. We first classify complex networks and introduce the definitions of resilience in different research fields. We then review the approaches to evaluating network resilience, including qualitative assessment method and quantitative calculation method, and provide a detailed method framework for the measurement and evaluation of network resilience. Furthermore, we highlight the application in different fields from the perspective of network science, and we discuss the characteristics of resilience and the applicability of evaluation methods for different fields. Finally, we summarize the review and propose potential future research directions. |
---|---|
Keywords | Complex system ; Complex networks ; Network resilience ; Electronic computers. Computer science ; QA75.5-76.95 |
Language | English |
Publishing date | 2024-01-01T00:00:00Z |
Publisher | Elsevier |
Document type | Article ; Online |
Database | BASE - Bielefeld Academic Search Engine (life sciences selection) |
Full text online
More links
Kategorien
Inter-library loan at ZB MED
Your chosen title can be delivered directly to ZB MED Cologne location if you are registered as a user at ZB MED Cologne.